Publications by Su, Xiaoyuan
In Journal (refereed)
| 1. | X. Su, T. Khoshgoftaar, R. Greiner. "Making an accurate classifier ensemble by voting on classifications from imputed learning sets". International Journal of Information and Decision Sciences, (ed: Dr. Reda Alhajj and Dr. Kang Zhang), 1(3), pp 301-322, June 2009.   |
| 2. | R. Greiner, X. Su, B. Shen, W. Zhou. "Structural Extension to Logistic Regression: Discriminative Parameter Learning of Belief Net Classifiers". Machine Learning Journal (MLJ), (ed: P. Larranaga, J.A. Lozano, J.M. Pena, I. Inza), 59(3), pp 297--322, June 2005. |
In Conference (refereed)
| 3. | X. Su, R. Greiner, T. Khoshgoftaar, A. Napolitano. "Using Classifier-Based Nominal Imputation to Improve Machine Learning". Proceeding of the Pacific Asia Conference on Knowledge Discovery and Data Mining, May 2011. |
| 4. | X. Su, T. Khoshgoftaar, R. Greiner. "VipBoost: a More Accurate Boosting Algorithm". Florida AI Research Symposium, pp 356-360, May 2009. |
| 5. | X. Su, T. Khoshgoftaar, R. Greiner. "Imputed Neighborhood Based Collaborative Filtering". IEEE/WIC/ACM International Conference on Web Intelligence, Sydney, Australia, pp 633-639, December 2008. |
| 6. | X. Su, T. Khoshgoftaar, R. Greiner. "Using Imputation Techniques to Help Learn Accurate Classifiers". Fifteenth IEEE International Conference on Tools with Artificial Intelligence (ICTAI), pp 437-444, November 2008. |
| 7. | X. Su, T. Khoshgoftaar, R. Greiner. "A Mixture Imputation-Boosted Collaborative Filter". Florida AI Research Symposium, pp 312--317, May 2008. |
| 8. | X. Su, T. Khoshgoftaar, X. Zhu, R. Greiner. "Imputation-Boosted Collaborative Filtering Using Machine Learning Classifiers". ACM Symposium on Applied Computing, pp 949-950, March 2008. |
| 9. | X. Su, R. Greiner, T. Khoshgoftaar, X. Zhu. "Hybrid Collaborative Filtering Algorithms Using a Mixture of Experts". IEEE/WIC/ACM International Conference on Web Intelligence, pp 645-649, November 2007. |
| 10. | X. Su, T. Khoshgoftaar. "Collaborative Filtering for Multi-class Data Using Belief Nets Algorithms". Fifteenth IEEE International Conference on Tools with Artificial Intelligence (ICTAI), pp 497-504, November 2006. |
| 11. | X. Su, M. Kubat, M. Tapia, C. Hu. "Query Size Estimation Using Clustering Techniques". Fifteenth IEEE International Conference on Tools with Artificial Intelligence (ICTAI), pp 185-189, November 2005. |
| 12. | B. Shen, X. Su, R. Greiner, P. Musilek, C. Cheng. "Discriminative Parameter Learning of General Bayesian Network Classifiers". Fifteenth IEEE International Conference on Tools with Artificial Intelligence (ICTAI), Sacramento, California, November 2003. |
Other Categories
| 13. | X. Su, T. Khoshgoftaar. "Arbitrarily-Shaped Window Based Stereo Matching Using the Go-Light Optimization Algorithm". International Conference on Image Processing, September 2007. |
